SOTAVerified

BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

Showing 42014250 of 10033 papers

TitleStatusHype
Fairness in Streaming Submodular Maximization: Algorithms and Hardness0
Explainability for fair machine learning0
Mycorrhiza: Genotype Assignment usingPhylogenetic NetworksCode0
Privacy-Preserving Object Detection & Localization Using Distributed Machine Learning: A Case Study of Infant Eyeblink ConditioningCode0
Vision-Aided Radio: User Identity Match in Radio and Video Domains Using Machine Learning0
Machine Learning Force Fields0
Measuring the originality of intellectual property assets based on machine learning outputs0
Fantastic Features and Where to Find Them: Detecting Cognitive Impairment with a Subsequence Classification Guided Approach0
Language Networks: a Practical Approach0
Evaluating Tree Explanation Methods for Anomaly Reasoning: A Case Study of SHAP TreeExplainer and TreeInterpreterCode0
S3ML: A Secure Serving System for Machine Learning Inference0
Credit card fraud detection using machine learning: A survey0
COVID-19 Imaging Data Privacy by Federated Learning Design: A Theoretical Framework0
When is Enough Enough? "Just Enough" Decision Making with Recurrent Neural Networks for Radio Frequency Machine Learning0
Machine learning for the diagnosis of Parkinson's disease: A systematic reviewCode0
Bridging Machine Learning and Mechanism Design towards Algorithmic Fairness0
Active learning with RESSPECT: Resource allocation for extragalactic astronomical transientsCode0
An Information-Theoretic Perspective on Overfitting and Underfitting0
Escalation Prediction using Feature Engineering: Addressing Support Ticket Escalations within IBM's Ecosystem0
k-simplex2vec: a simplicial extension of node2vecCode0
Monitoring War Destruction from Space: A Machine Learning Approach0
Machine Learning for Material Characterization with an Application for Predicting Mechanical Properties0
AI Song Contest: Human-AI Co-Creation in Songwriting0
An Open Review of OpenReview: A Critical Analysis of the Machine Learning Conference Review ProcessCode0
Accelerating Finite-temperature Kohn-Sham Density Functional Theory with Deep Neural Networks0
k-simplex2vec: a simplicial extension of node2vec0
Rare-Event Simulation for Neural Network and Random Forest Predictors0
Contrastive Representation Learning: A Framework and Review0
HAMLET: A Hierarchical Agent-based Machine Learning Platform0
Machine Learning approach to muon spectroscopy analysis0
OnRAMP for Regulating AI in Medical Products0
Wildfire Smoke and Air Quality: How Machine Learning Can Guide Forest Management0
Scaling Systematic Literature Reviews with Machine Learning PipelinesCode0
A Series of Unfortunate Counterfactual Events: the Role of Time in Counterfactual Explanations0
Thermal-Aware Compilation of Spiking Neural Networks to Neuromorphic Hardware0
Model Exploration with Cost-Aware Learning0
Prognosis Prediction in Covid-19 Patients from Lab Tests and X-ray Data through Randomized Decision Trees0
Metrics and methods for a systematic comparison of fairness-aware machine learning algorithms0
Exploring Sensitivity of ICF Outputs to Design Parameters in Experiments Using Machine Learning0
Affine-Invariant Robust Training0
Exploiting non-i.i.d. data towards more robust machine learning algorithms0
Machine learning for recovery factor estimation of an oil reservoir: a tool for de-risking at a hydrocarbon asset evaluation0
Reconfigurable Intelligent Surfaces and Machine Learning for Wireless Fingerprinting Localization0
Not All Datasets Are Born Equal: On Heterogeneous Data and Adversarial Examples0
A Brief Review of Domain Adaptation0
Adversarial Attacks to Machine Learning-Based Smart Healthcare Systems0
A Simple and Efficient Tensor Calculus for Machine Learning0
Interpreting Imagined Speech Waves with Machine Learning techniques0
Correlated Differential Privacy: Feature Selection in Machine Learning0
Physical System for Non Time Sequence Data0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100Unverified